title: “DATA609 - Math Modeling Techniques” editor_options: chunk_output_type: console

Meetup Link:

Click Here to Join the Meetups on Zoom

Course Schedule

Date	Start Time	Module	Slides	Video
Jan 27	06:45PM	Introduction to Optimization Theory	Meetup 1 Slides	Meetup 1 Video
Feb 3	06:45PM	Least Squares Optimization	Meetup 2 Slides	Meetup 2 Video
Feb 10	06:45PM	Least Squares and Statistics	Meetup 3 Slides	Meetup 3 Video
Feb 17	06:45PM	Constrained Least Squares and Applications	Meetup 4 Slides	Meetup 4 Video
Feb 24	06:45PM	Convex Sets	Meetup 5 Slides	Meetup 5 Video
Mar 3	06:45PM	Convex Sets II	Meetup 6 Slides	Meetup 6 Video
Mar 10	06:45PM	Convex Functions	Meetup 7 Slides	Meetup 7 Video
Mar 17	06:45PM	Convex Functions II	Meetup 8 Slides	Meetup 8 Video
Mar 24	06:45M	Convex Optimization Problems	Meetup 9 Slides	Meetup 9 Video
Mar 31	06:45PM	Data Fitting	Meetup 10 Slides	Meetup 10 Video
Apr 7	06:45PM	Applications to Statistics and Machine Learning	Meetup 11 Slides	Meetup 11 Video
Apr 14		No Meetup (Spring Break)
Apr 21	06:45PM	Duality	Meetup 12 Slides	Meetup 12 Video
Apr 28	06:45PM	Gradient Descent and Neural Networks	Meetup 13 Slides	Meetup 13 Video
May 5	06:45PM	Stochastic Gradient Descent	Meetup 14 Slides	Meetup 14 Video
May 12	06:45PM	Training Deep Neural Networks	Meetup 15 Slides	Meetup 15 Video